Sandra Aumon Email & Phone Number

Wünnewil-Flamatt, Fribourg, Suisse

Design of experiment for the Testing of Radiofrequency GeneratorAutomation chain Python DevelopmentRF Signal AnalysisWorking in Scrum scheme

Meyrin

• R&D PartConducted in-depth R&D studies deliver machine designs, while providing experienced operational support, thereby enabling A.D.A.M.’s 230MeV prototype to achieve its energy milestone.
• Successfully deliver predictive multi-parametric models with optimisation algorithms (gradient descent, supervised machine learning) and statistical tools (Monte Carlo analysis, probability distribution) for an.
• Proficiency with Python for data science (numpy, pandas, seaborn, matplotlib): Exploratory Data Analysis (EDA), automatization, data cleaning, mining, fitting, data visualisation.Qualification and Validation phase of.
• Requirement definition for several components under regulatory environnement (ISO 13485), mechanical tolerance requirements to meet the critical medical criteria.
• Defined and wrote test procedures to ensure adherence to relevant regulatory standards - Test Cases according to SOPs.
• Led and performed qualification-validation tests, prepared test reports during the validation phases, including Acceptance Tests (FAT, SAT)

Région De Genève, Suisse

• CERN is the leading research facility for high energy physics and the Future Circular Collider (FCC) is a possible project as a next step for future discovery. Taking part of the concept design of the particle.
• Successfully develop a correction analytical scheme with Python based on algorithms and physics modeling in order to achieve the high level of requirement for a 100km particle accelerator
• Use of Python Jupyter Notebook API (PyTimber) with Spark clusters in the framework of data ingestion for data analysis
• International collaboration
• Presentations at conferences for very large audiences

Région De Darmstadt, Allemagne

• Analytical and numerical accelerator performance studies
• Development of a Python Particle-In-Cell (PIC) simulation code.
• Experimental studies on the current SIS-18 ion accelerator.

Genève, Suisse

- Optimisation de la dynamique faisceau d’une ligne de transfert entre les accélérateurs PSB et PS du CERN (algorithme gradient descent, matrice jacobienne)- Modélisation d’une instabilité du faisceau dans le PS, organisation d’une grande campagne de mesure

Applied Data Science: Machine Learning, Data Science

Doctor Of Philosophy - Phd, Physics

Activities and Societies: Characterization of a fast beam instability with simulations and measurements for the CERN Proton Synchrotron.